User report · Tool workflows
Assemble and audit a municipal stormwater model from open data
Source-backed example. Practical decision guidance is proposed and untested; this is not a full implementation guide.
The problem
Open municipal network data still needs assembly and diagnostic review before an engineer can understand what a stormwater simulation can support.
Agent job
Assemble and run a SWMMCanada model from municipal data, audit diagnostics and flag limits of the requested dry-week analysis.
Expected output
A stormwater model run and diagnostic findings that identify unsupported capacity conclusions.
Where this framing comes from
- Core problem: Editorial purpose framing
- Agent job: Editorial purpose framing
- Expected output: Editorial purpose framing
- Relevant job roles: Editorial purpose framing
- Benefit type: Editorial purpose framing
Editorial framing and outcome limits
Describes the task’s purpose and intended output; measured benefit, safe unsupervised operation and successful delivery are not established by this framing.
Editorial synthesis based on the linked source. This framing does not add evidence of successful delivery or results.
Case-specific decision guidance · untested
Case-specific decision guidance and first checks are original proposals. The linked source supports the attributed task; this added guidance has not been executed.
Read the attributed source evidence and original caveats below ↓
Why use this
Open drainage-network data may omit elevations, dimensions or boundary conditions needed for a useful model. A simulation that finishes can still be unsuitable for the engineering question if the forcing data does not exercise the system being assessed.
This job could organize a model candidate around input completeness and diagnostic review. Keeping unsupported conclusions visible would help an engineer decide whether more data, a different scenario or calibration is needed before interpreting capacity or flood risk.
Why an agent / simpler alternative
- Useful judgment
Reconcile network inputs and explain model diagnostics under an engineer-defined question.
- Simpler alternative
Use a validated existing model when it already represents the network and scenario of interest.
- Unsuitable when
The output would support public-safety or design decisions without qualified engineering validation.
Proposed inputs
- Name
Network-data package
- Owner
Municipal data owner or engineer
- Minimum scope
Authorized geometry, elevations, dimensions and boundary metadata
- Quality check
Identify missing attributes, disconnected elements and inconsistent units.
- Name
Scenario and observations
- Owner
Reviewing engineer
- Minimum scope
Approved rainfall period, model objective and available calibration observations
- Quality check
Check whether the forcing and observations can answer the requested question.
Access and setup — proposed or unknown
- Proposed minimum
Use copied open data and an isolated model workspace; propose checks before any executable simulation.
- Compatibility unknowns
Unknown: SWMM tool versions, data suitability, numerical stability and runtime compatibility.
- External actions requiring approval
Installing software, downloading restricted datasets or distributing engineering conclusions.
Expected deliverable and review checks
- Proposed artifact
Model candidate and diagnostic plan with input gaps, assumptions and limits on interpretation.
- Critical checks
Continuity, topology and unit checks precede substantive conclusions.
Run completion is distinguished from adequate calibration or scenario coverage.
- Missing output evidence
No new run or output inspection in this editorial layer; see linked source-specific limits.
Failure signals and proposed responses
- Signal
The selected weather period provides little runoff stimulus.
- Why it matters
The model cannot support a strong capacity conclusion from quiet conditions.
- Proposed response
Reframe the result as limited and ask the engineer to select an appropriate scenario.
- Signal
Network links connect inconsistent elevations or units.
- Why it matters
Numerical output may be physically implausible.
- Proposed response
Trace the affected inputs and stop interpretation until the geometry and units are reconciled.
Effort and cost — unknown
- Setup work
Inventory input gaps and define diagnostic acceptance criteria.
- Ongoing review
Review failed runs and revise assumptions only with engineering justification.
- Unknowns
Unknown: data preparation, compute costs and calibration effort.
First check — proposed, unexecuted
- Status
proposed_unexecuted
- Synthetic fixture
A synthetic drainage network has a disconnected pipe and a scenario with no meaningful rainfall.
- Acceptance checks
The topology defect blocks readiness.
The scenario is not presented as evidence of storm capacity.
- Stop conditions
Critical inputs are missing or consequential conclusions exceed the available observations.
Limits
Simulation output is conditional on model quality and scenario adequacy; a finished run is not engineering validation.
Editorial candidate. This is source-backed reporting or a documented workflow. BotCurrent has not independently tested this task. A proposed Canadian adaptation is not evidence of a Canadian deployment or compliance certification.
Original source
https://github.com/Zhonghao1995/agentic-swmm-workflow/blob/main/cases/downtown-victoria-on-arm.md ↗Attributed to: Zhonghao Zhang / Zhonghao1995
User report- Original action type
- tool_action
- What the source supports
- The author reports that an agent selected SWMMCanada, obtained Victoria municipal network data, assembled and ran the model, audited diagnostics and flagged why the requested dry week could not establish runoff capacity.
- Source outcome limits
- The author reports an uncalibrated model using Victoria BC data. The dry week and 6.111% routing error prevent a supported flood-capacity interpretation; no independent reproduction or physical execution location established.
- Evidence attribution caveat
- Actions and outcomes are attributed user reports, not an independent reproduction or an execution guarantee.
- Source approval description
- Case does not specify human approval gates. Separate execution contract requires stopping on missing critical inputs and auditing failed or incomplete runs; optional calibration requires observations and a request.
- Named tools
- aiswmm, SWMMCanada skill, EPA SWMM 5.2.4
- Model or version
- aiswmm v0.9.2; EPA SWMM 5.2.4; Windows 11 ARM case
- Publication date
- 2026-08-13
- Source last checked
- 2026-10-14
- Demonstrated in Canada
- Unknown
- Canadian availability
- Unknown
- Proposed Canadian adaptation
- Already uses Victoria BC municipal and rainfall data. Physical deployment location remains unknown. Require local modeler review and authoritative rainfall/tide inputs for other Canadian jurisdictions.
- Recommended approval boundaries
- Hydrologist review before design or flood-risk decisions; approve compute spend and any private infrastructure uploads.